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Kang Xia

3 accepted papers

2025

QuantileFormer: Probabilistic Time Series Forecasting with a Pattern-Mixture Decomposed VAE Transformer

IJCAI 2025

Probabilistic time series forecasting has attracted an increasing attention in machine learning community for its potential applications in the fields of renewable energy, traffic management, healthcare, etc. Previous research mainly focused on extracting long-range dependencies for point-wise predi

Cited by 0SourcePDFScholar
2024

RepKPU: Point Cloud Upsampling with Kernel Point Representation and Deformation

CVPR 2024poster

In this work we present RepKPU an efficient network for point cloud upsampling. We propose to promote upsampling performance by exploiting better shape representation and point generation strategy. Inspired by KPConv we propose a novel representation called RepKPoints to effectively characterize the…

2023

Contrastive Learning for Sign Language Recognition and Translation

IJCAI 2023poster

There are two problems that widely exist in current end-to-end sign language processing architecture. One is the CTC spike phenomenon which weakens the visual representational ability in Continuous Sign Language Recognition (CSLR). The other one is the exposure bias problem which leads to the accumu…

Cited by 12SourcePDFScholar